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Machine Learning can often be a daunting subject to tackle much less utilize in a meaningful manner. In this session, attendees will learn how to take their existing data, shape it, and create models that automatically can make principled business decisions directly in their applications. The discussion will include explanations of the data acquisition and shaping process. Additionally, attendees will learn the basics of machine learning - primarily the supervised learning problem.

.NET Core 5 is a refactored and highly optimized version of .NET. In this presentation, we will dive deep into exactly what makes up .NET Core 5 and describe in detail the components that make up .NET Core 5. Furthermore, we'll describe the differences between the full .NET Framework and .NET Core 5.

ASP.NET 5 is a lean and composable framework for building web and cloud applications. ASP.NET 5 is fully open source and available on GitHub. We'll cover the improvements in ASP.NET MVC and its merging with ASP.NET Web API. We'll look at how the new ASP.NET 5 project system gives you a faster development experience. We'll also cover improvements to Visual Studio for web developers including support got grunt and gulp, npm and bower, and more. The HTML, CSS, and JavaScript editors have improved as well! You'll see how ASP.NET 5 will enable the next generation of web apps and services in the cloud.

Taking full advantage of the Universal Windows Platform means creating an app that takes advantage of each platform it's run on. In this video, we talk about using extension SDKs to tailor your app to different devices and making sure your app has the right look and feel on any device.